Overjet

Overjet – AI Dental Insurance Platform

Explainable AI for Dental Underwriting & Claims Decisioning

Overjet is an AI-driven dental insurance platform designed to enhance underwriting accuracy and streamline claims review workflows. Operating within a highly regulated environment, the system applies machine learning to support documentation analysis while maintaining transparency, auditability, and compliance. The objective was to integrate AI into insurance decision-making in a way that augments human reviewers rather than replacing clinical judgment.

Problem & Opportunity

• Manual dental claims review processes are slow and inconsistent
• Underwriting decisions often lack standardized transparency
• Regulatory environments demand explainable, auditable AI systems
• This created an opportunity to deploy AI as a structured decision-support layer within compliant insurance workflows.

Solution & Execution

• Designed AI-supported underwriting and claims review workflows
• Established structured documentation frameworks to improve consistency
• Prioritized explainable AI outputs to support regulatory transparency
• Aligned system architecture with compliance, audit, and review requirements
• Ensured AI recommendations remained assistive rather than autonomous

Impact & Outcome

• Accelerated dental claim review cycles
• Improved underwriting consistency and documentation clarity
• Strengthened trust through explainable AI integration
• Platform recognized as a LinkedIn Top Startup

What This Demonstrates

• Explainable AI deployment in regulated insurance environments
• AI-assisted underwriting system design
• Compliance-first product architecture
• Human-in-the-loop AI integration
• Trust-centered automation in healthcare-adjacent industries